Dataset Versions

v4

2023-03-17 12:49pm

Generated on Mar 17, 2023

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 92%
120Images
Valid Set 8%
10Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 500x400

Augmentations

Outputs per training example: 3
Bounding Box: Exposure: Between -2% and +2%
Bounding Box: Noise: Up to 1% of pixels

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